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nandakishor_mlon I built non-autoregressive decision models with RL a year ago

just not these jev guys not opensourcing their work

nandakishor_mlon I built non-autoregressive decision models with RL a year ago

I didn't claimed it bro it was first. Just shared the findings here.

nandakishor_mlon Laya the open source version of Jev

I built a pypi for it called hallunox https://pypi.org/project/hallunox/

nandakishor_mlon I built non-autoregressive decision models with RL a year ago

It's property benchmarked btw. And do read the og paper at https://arxiv.org/abs/2510.01237 And btw pypi package also there which never mentioned https://pypi.org/project/hallunox/

nandakishor_mlon Laya the open source version of Jev

All the stuff are proper benchmarked. Feel free to read the paper, https://arxiv.org/abs/2510.01237

nandakishor_mlon I built non-autoregressive decision models with RL a year ago

The paper is one year old. https://arxiv.org/abs/2510.01237 https://pypi.org/project/hallunox/

nandakishor_mlon I built non-autoregressive decision models with RL a year ago

This project was built on the exact research on jev architecture research one year ago

nandakishor_mlon Open-sourced jev architecture last year with model,paper and dataset

We are human , frustration is something we feel when same kinda architecture is closed sourced and we celebrate it

nandakishor_mlon Open-sourced jev architecture last year with model,paper and dataset

Feeling that open-source community do not get the recognition they deserve

nandakishor_mlon How SaaS startup guys get first 100 customers first, make fkn $500k ARR fast?

You do need to sign DPA with them

nandakishor_mlon How SaaS startup guys get first 100 customers first, make fkn $500k ARR fast?

Healthcare btw and also the llm that done the code is bad at review and if you do write code people who don't want to send credentials to cloud

nandakishor_mlon How SaaS startup guys get first 100 customers first, make fkn $500k ARR fast?

not without sending your code to them, if you have .env file with variables exposed, you will need to rotate again.

nandakishor_mlon How SaaS startup guys get first 100 customers first, make fkn $500k ARR fast?

the whole vision is not sending code to cloud servers to audit. So people dont worry about the egress

nandakishor_mlon How SaaS startup guys get first 100 customers first, make fkn $500k ARR fast?

thats nice suggestion tbh

nandakishor_mlon How SaaS startup guys get first 100 customers first, make fkn $500k ARR fast?

its a need of the hour

nandakishor_mlon How SaaS startup guys get first 100 customers first, make fkn $500k ARR fast?

But you do need a product for sales aint it

nandakishor_mlon How SaaS startup guys get first 100 customers first, make fkn $500k ARR fast?

So going for an incubator is a good approach as I do have functioning product

nandakishor_mlon How SaaS startup guys get first 100 customers first, make fkn $500k ARR fast?

but sending 300 ish emails make all of my email outbound to spam right!!

nandakishor_mlon How SaaS startup guys get first 100 customers first, make fkn $500k ARR fast?

Its fking frustrating and exhausting when you spend 8 months to build something genuinely good and not another AI wrapper and can't get money out of it and teach ai to survive. It sucks man

nandakishor_mlon How SaaS startup guys get first 100 customers first, make fkn $500k ARR fast?

but some people dont have office make shit ton of money from ai slop saas? genuinely frustrated by all the effort I put and no outcome

nandakishor_mlon How SaaS startup guys get first 100 customers first, make fkn $500k ARR fast?

I teach AI and have around 18k Instagram followers and about 9k on LinkedIn. Do I need to connect with Instagram influencers for a collab? Is it a good way?, just curious. Btw linkedin cold message gives conversion?

nandakishor_mlon How SaaS startup guys get first 100 customers first, make fkn $500k ARR fast?

thats true, but many are genuine btw

nandakishor_mlon How SaaS startup guys get first 100 customers first, make fkn $500k ARR fast?

Is it because I live in a remote place in India and don't have connections to SF companies, like they have companies in the backyard that raised 100 million and can easily make money? This stuff has been bothering me for years!! What am I missing?